This repository holds all the code for the site http://www.adventuresinmachinelearning.com

Deeplearning.AI TensorFlow Advanced Techniques Specialization Solution

Python best practices guidebook, written for Humans.

Calibration of the SABR stochastic volatility model

Calibration of parameters of Heston and Bates models using Markov Chain Monte Carlo (MCMC)

Poker Equity Calculator, and Game tree solver

Various Jupyter Notebooks

For deep RL and the future of AI.

Awesome Game AI materials of Multi-Agent Reinforcement Learning

🤖 An Open Source Texas Hold'em AI

Python implementation of Deepstack

Implemented the CFR+ and PureCFR algorithms in Python to find the optimal strategies to 2-player extensive-form games, which was also used in Libratus, the best poker AI in the world

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3D Solar System Simulation in Python

Poker Bot with Deep Learning

Homepage for STAT 157 at UC Berkeley

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.

Quantum Computing in Practice with Qiskit and IBM Quantum Experience, published by Packt

Solar System simulator 3D in python with opengl

Experiments to detect and classify residential buildings from satellite images

GPU-accelerated N-Body particle simulator with visualizer.

This repository contains coding interviews that I have encountered in company interviews

High-performance TensorFlow library for quantitative finance.

Explorations of survival analysis in Python

An introduction to working with astronomical data in Python.

Repository for a workshop on Complexity Science

A study of data mining techniques using Python. A collection of iPython notebooks.

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic …